Concepedia

Mengjia Xu

MX

Statistics

Publications

19

Citations

871

H-Index

14

Active since

2015

Affiliations

Massachusetts Institute of Technology(Current)

Brown University

Beijing Jiaotong University

McGovern Institute for Brain Research

Harvard University

Mengjia Xu is an author at Massachusetts Institute of Technology specializing in computing, deep learning, and medical image analysis.

Publications per year

2015–2024

19

Publications

19

A deep convolutional neural network for classification of red blood cells in sickle cell anemia

Mengjia Xu, Sabia Z. Abidi, Ming Dao et al. · PLoS Computational Biology · 2017 · 237 citations · Full text

Medicine, Biomedical Engineering, Hematology +17

Understanding Graph Embedding Methods and Their Applications

Mengjia Xu · SIAM Review · 2021 · 190 citations · Full text

Computing, Visualization, Data Visualization +16

Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease

Mo Zhang, Xiang Li, Mengjia Xu et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 77 citations

Computing, Biomedical Engineering, Hematology +15

A Graph Gaussian Embedding Method for Predicting Alzheimer's Disease Progression With MEG Brain Networks

Mengjia Xu, David López Sanz, Pilar Garcés et al. · IEEE Transactions on Biomedical Engineering · 2021 · 52 citations · Full text

Life Sciences, Neurology, Neuroscience +17

Scalable algorithms for physics-informed neural and graph networks

Khemraj Shukla, Mengjia Xu, Nathaniel Trask et al. · Data-Centric Engineering · 2022 · 52 citations · Full text

Computing, Computer Science, Physics +16

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